Pith Number

pith:PDMZDH2F

pith:2025:PDMZDH2FBCRTB4XE5C7DNCSTPH

not attested not anchored not stored refs pending

Generalization of Fine-Tuned Uncertainty Communication and Metacognition in Large Language Models

Catarina Belem, Mark Steyvers, Padhraic Smyth

arxiv:2510.05126 v3 · 2025-09-30 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PDMZDH2FBCRTB4XE5C7DNCSTPH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

How do LLMs Compute Verbal Confidence

Measuring the metacognition of AI

Receipt and verification

First computed	2026-06-23T01:11:57.671931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78d9919f4508a330f2e4e8be368a5379d76c85f72243b9175a94f1bc3133c851

Aliases

arxiv: 2510.05126 · arxiv_version: 2510.05126v3 · doi: 10.48550/arxiv.2510.05126 · pith_short_12: PDMZDH2FBCRT · pith_short_16: PDMZDH2FBCRTB4XE · pith_short_8: PDMZDH2F

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/PDMZDH2FBCRTB4XE5C7DNCSTPH \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 78d9919f4508a330f2e4e8be368a5379d76c85f72243b9175a94f1bc3133c851

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7102d3054971ca175c6e7b79059ca70dc99f9faefe2db87138b0da4da5ba0511",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-30T19:50:02Z",
    "title_canon_sha256": "64aab1051a8ed5d062bfd9eb3a85b159943f9d08687ddcef1946db5600c3bb38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.05126",
    "kind": "arxiv",
    "version": 3
  }
}